Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning

Yangji He, Weihan Liang, Dongyang Zhao +4

This paper presents new hierarchically cascaded transformers that can improve data efficiency through attribute surrogates learning and spectral tokens pooling. Vision transformers…